Software Teams Ditch Ad-Hoc AI Prompting for Structured Specs as Engineering Shifts Toward Formalized Intent
Software teams are abandoning ad-hoc AI prompting in favor of structured, versioned specifications embedded directly into repositories, enabling both humans and AI agents to work from a consistent source of truth and shifting the core engineering skill toward formalizing intent rather than optimizing prompts.